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Books and Theses
- 2015
[b1]Dimitra Gkatzia:
Data-driven approaches to content selection for data-to-text generation. Heriot-Watt University, Edinburgh, UK, 2015
Journal Articles
- 2025
- [j5]Richard Plant, Valerio Giuffrida, Dimitra Gkatzia:
You Are What You Write: Author re-identification privacy attacks in the era of pre-trained language models. Comput. Speech Lang. 90: 101746 (2025) - 2023
- [j4]Frank Förster
, Marta Romeo, Patrick Holthaus, Luke J. Wood, Christian Dondrup, Joel E. Fischer, Farhana Ferdousi Liza, Sara Kaszuba, Julian Hough, Birthe Nesset, Daniel Hernández García, Dimosthenis Kontogiorgos, Jennifer Williams, Elif Ecem Özkan, Pepita Barnard, Gustavo Berumen, Dominic Price, Sue Cobb, Martina Wiltschko, Lucien Tisserand, Martin Porcheron, Manuel Giuliani, Gabriel Skantze, Patrick G. T. Healey, Ioannis Papaioannou, Dimitra Gkatzia, Saul Albert, Guanyu Huang, Vladislav Maraev, Epaminondas Kapetanios:
Working with troubles and failures in conversation between humans and robots: workshop report. Frontiers Robotics AI 10 (2023) - 2021
- [j3]Nikolaos Panagiaris, Emma Hart, Dimitra Gkatzia:
Generating unambiguous and diverse referring expressions. Comput. Speech Lang. 68: 101184 (2021) - 2020
- [j2]Nikolaos Pitropakis, Kamil Kokot, Dimitra Gkatzia, Robert Ludwiniak, Alexios Mylonas, Miltiadis Kandias:
Monitoring Users' Behavior: Anti-Immigration Speech Detection on Twitter. Mach. Learn. Knowl. Extr. 2(3): 192-215 (2020) - 2017
- [j1]Dimitra Gkatzia, Oliver Lemon, Verena Rieser:
Data-to-Text Generation Improves Decision-Making Under Uncertainty. IEEE Comput. Intell. Mag. 12(3): 10-17 (2017)
Conference and Workshop Papers
- 2024
- [c31]Marianne Wilson, David Brazier, Dimitra Gkatzia, Peter Robertson:
Participatory Design with Domain Experts: A Delphi Study for a Career Support Chatbot. CUI 2024: 8 - [c30]David M. Howcroft, Lewis N. Watson, Olesia Nedopas, Dimitra Gkatzia:
Exploring the impact of data representation on neural data-to-text generation. INLG 2024: 243-253 - [c29]Patrícia Schmidtová, Saad Mahamood, Simone Balloccu, Ondrej Dusek, Albert Gatt, Dimitra Gkatzia, David M. Howcroft, Ondrej Plátek, Adarsa Sivaprasad:
Automatic Metrics in Natural Language Generation: A survey of Current Evaluation Practices. INLG 2024: 557-583 - [c28]Grant Anderson, Emma Hart, Dimitra Gkatzia, Ian Beaver:
An Open Intent Discovery Evaluation Framework. SIGDIAL 2024: 760-769 - 2023
- [c27]Khyathi Raghavi Chandu, David M. Howcroft, Dimitra Gkatzia, Yi-Ling Chung, Yufang Hou, Chris Chinenye Emezue, Pawan Rajpoot, Tosin P. Adewumi:
LOWRECORP: the Low-Resource NLG Corpus Building Challenge. INLG (Generation Challenges) 2023: 1-9 - [c26]David M. Howcroft, William Lamb, Anna Groundwater, Dimitra Gkatzia:
Building a dual dataset of text- and image-grounded conversations and summarisation in Gàidhlig (Scottish Gaelic). INLG 2023: 443-448 - [c25]Tess Watt, Christos Chrysoulas, Dimitra Gkatzia:
Edge NLP for Efficient Machine Translation in Low Connectivity Areas. WF-IoT 2023: 1-6 - 2022
- [c24]Carl Strathearn, Dimitra Gkatzia:
Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents. DialDoc@ACL 2022: 187-196 - [c23]Anabela Barreiro, José G. C. de Souza, Albert Gatt, Mehul Bhatt, Elena Lloret, Aykut Erdem, Dimitra Gkatzia, Helena Moniz, Irene Russo, Fábio N. Kepler, Iacer Calixto, Marcin Paprzycki, François Portet, Isabelle Augenstein, Mirela Alhasani:
Multi3Generation: Multitask, Multilingual, Multimodal Language Generation. EAMT 2022: 345-346 - 2021
- [c22]Richard Plant, Dimitra Gkatzia, Valerio Giuffrida:
CAPE: Context-Aware Private Embeddings for Private Language Learning. EMNLP (1) 2021: 7970-7978 - [c21]Dimitra Gkatzia, Francesco Belvedere:
"What's this?" Comparing Active learning Strategies for Concept Acquisition in HRI. HRI (Companion) 2021: 205-209 - [c20]Carl Strathearn, Dimitra Gkatzia:
The Task2Dial Dataset: A Novel Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents. ICNLSP 2021: 126-135 - [c19]Carl Strathearn, Dimitra Gkatzia:
Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue Systems. INLG 2021: 46-47 - [c18]Emiel van Miltenburg, Miruna-Adriana Clinciu, Ondrej Dusek, Dimitra Gkatzia, Stephanie Inglis, Leo Leppänen, Saad Mahamood, Emma Manning, Stephanie Schoch, Craig Thomson, Luou Wen:
Underreporting of errors in NLG output, and what to do about it. INLG 2021: 140-153 - 2020
- [c17]Hendrik Buschmeier, Mary Ellen Foster, Dimitra Gkatzia:
Second Workshop on Natural Language Generation for Human-Robot Interaction. HRI (Companion) 2020: 646-647 - [c16]Nikolaos Panagiaris, Emma Hart, Dimitra Gkatzia:
Improving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training. INLG 2020: 41-51 - [c15]David M. Howcroft, Anya Belz, Miruna-Adriana Clinciu, Dimitra Gkatzia, Sadid A Hasan, Saad Mahamood, Simon Mille, Emiel van Miltenburg, Sashank Santhanam, Verena Rieser:
Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions. INLG 2020: 169-182 - 2017
- [c14]Cristina Barros, Dimitra Gkatzia, Elena Lloret:
Inflection Generation for Spanish Verbs using Supervised Learning. SWCN@EMNLP 2017: 136-141 - [c13]Cristina Barros, Dimitra Gkatzia, Elena Lloret:
Improving the Naturalness and Expressivity of Language Generation for Spanish. INLG 2017: 41-50 - 2016
- [c12]Dimitra Gkatzia, Oliver Lemon, Verena Rieser:
Natural Language Generation enhances human decision-making with uncertain information. ACL (2) 2016 - [c11]Dimitra Gkatzia, Verena Rieser, Oliver Lemon:
How to talk to strangers: Generating medical reports for first-time users. FUZZ-IEEE 2016: 579-586 - [c10]Phil J. Bartie, William A. Mackaness, Dimitra Gkatzia, Verena Rieser:
The REAL Corpus: A Crowd-Sourced Corpus of Human Generated and Evaluated Spatial References to Real-World Urban Scenes. LREC 2016 - 2015
- [c9]Dimitra Gkatzia, Verena Rieser, Phil J. Bartie, William A. Mackaness:
From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes. EMNLP 2015: 1936-1942 - [c8]Dimitra Gkatzia, Saad Mahamood:
A Snapshot of NLG Evaluation Practices 2005 - 2014. ENLG 2015: 57-60 - [c7]Amanda Cercas Curry, Dimitra Gkatzia, Verena Rieser:
Generating and Evaluating Landmark-Based Navigation Instructions in Virtual Environments. ENLG 2015: 90-94 - [c6]Dimitra Gkatzia, Amanda Cercas Curry, Verena Rieser, Oliver Lemon:
A Game-Based Setup for Data Collection and Task-Based Evaluation of Uncertain Information Presentation. ENLG 2015: 112-113 - [c5]David K. McGookin, Dimitra Gkatzia, Helen F. Hastie:
Exploratory Navigation for Runners Through Geographic Area Classification with Crowd-Sourced Data. MobileHCI 2015: 357-361 - 2014
- [c4]Dimitra Gkatzia, Helen F. Hastie, Oliver Lemon:
Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data. ACL (1) 2014: 1231-1240 - [c3]Dimitra Gkatzia, Helen F. Hastie, Oliver Lemon:
Finding middle ground? Multi-objective Natural Language Generation from time-series data. EACL 2014: 210-214 - [c2]Dimitra Gkatzia, Helen F. Hastie, Oliver Lemon:
Multi-adaptive Natural Language Generation using Principal Component Regression. INLG 2014: 138-142 - 2013
- [c1]Dimitra Gkatzia, Helen F. Hastie, Srinivasan Janarthanam, Oliver Lemon:
Generating Student Feedback from Time-Series Data Using Reinforcement Learning. ENLG 2013: 115-124
Editorship
- 2021
- [e2]Dimitra Gkatzia, Djamé Seddah:
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, EACL 2021, Online, April 19-23, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-05-3 [contents] - 2016
- [e1]Amy Isard, Verena Rieser, Dimitra Gkatzia:
INLG 2016 - Proceedings of the Ninth International Natural Language Generation Conference, September 5-8, 2016, Edinburgh, UK. The Association for Computer Linguistics 2016 [contents]
Informal and Other Publications
- 2024
- [i10]Patrícia Schmidtová, Saad Mahamood, Simone Balloccu, Ondrej Dusek, Albert Gatt, Dimitra Gkatzia, David M. Howcroft, Ondrej Plátek, Adarsa Sivaprasad:
Automatic Metrics in Natural Language Generation: A Survey of Current Evaluation Practices. CoRR abs/2408.09169 (2024) - 2023
- [i9]Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie, Jose Maria Alonso-Moral, Mohammad Arvan, Jackie Chi Kit Cheung, Mark Cieliebak, Elizabeth Clark, Kees van Deemter, Tanvi Dinkar, Ondrej Dusek, Steffen Eger, Qixiang Fang, Albert Gatt, Dimitra Gkatzia, Javier González-Corbelle, Dirk Hovy, Manuela Hürlimann, Takumi Ito, John D. Kelleher, Filip Klubicka, Huiyuan Lai, Chris van der Lee, Emiel van Miltenburg, Yiru Li, Saad Mahamood, Margot Mieskes, Malvina Nissim, Natalie Parde, Ondrej Plátek, Verena Rieser, Pablo Mosteiro Romero, Joel R. Tetreault, Antonio Toral, Xiaojun Wan, Leo Wanner, Lewis Watson, Diyi Yang:
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP. CoRR abs/2305.01633 (2023) - 2022
- [i8]Carl Strathearn, Dimitra Gkatzia:
Task2Dial: A Novel Task and Dataset for Commonsense enhanced Task-based Dialogue Grounded in Documents. CoRR abs/2204.01061 (2022) - [i7]Richard Plant, Valerio Giuffrida, Dimitra Gkatzia:
You Are What You Write: Preserving Privacy in the Era of Large Language Models. CoRR abs/2204.09391 (2022) - [i6]Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir R. Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh D. Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Stajner, Sébastien Montella, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin P. AMahidewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou:
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. CoRR abs/2206.11249 (2022) - 2021
- [i5]Emiel van Miltenburg, Miruna-Adriana Clinciu, Ondrej Dusek, Dimitra Gkatzia, Stephanie Inglis, Leo Leppänen, Saad Mahamood, Emma Manning, Stephanie Schoch, Craig Thomson, Luou Wen:
Underreporting of errors in NLG output, and what to do about it. CoRR abs/2108.01182 (2021) - [i4]Richard Plant, Dimitra Gkatzia, Valerio Giuffrida:
CAPE: Context-Aware Private Embeddings for Private Language Learning. CoRR abs/2108.12318 (2021) - 2016
- [i3]Dimitra Gkatzia, Oliver Lemon, Verena Rieser:
Natural Language Generation enhances human decision-making with uncertain information. CoRR abs/1606.03254 (2016) - [i2]Dimitra Gkatzia:
Content Selection in Data-to-Text Systems: A Survey. CoRR abs/1610.08375 (2016) - 2015
- [i1]Dimitra Gkatzia, Helen F. Hastie:
An Ensemble method for Content Selection for Data-to-text Systems. CoRR abs/1506.02922 (2015)
Coauthor Index
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